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What makes for uniformity for non-contrastive self-supervised learning? 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2022, 页码: 10
作者:  Wang YinQuan;  Zhang XiaoPeng;  Tian Qi;  Lu JinHu
收藏  |  浏览/下载：99/0  |  提交时间：2023/02/07
contrastive learning  self-supervised learning  representation  uniformity  dynamics  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
收藏  |  浏览/下载：152/0  |  提交时间：2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
On semi-supervised multiple representation behavior learning 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:  Lu, Ruqian;  Hou, Shengluan
收藏  |  浏览/下载：176/0  |  提交时间：2021/04/26
Semi-supervised learning  Semi-supervised multiple representation behavior learning  Semi-supervised grammar learning  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
作者:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：300/0  |  提交时间：2018/07/30
Human learning  Manifold regularization  Online semi-supervised learning  Lagrange dual problem  
Binary switch portfolio 期刊论文
QUANTITATIVE FINANCE, 2017, 卷号: 17, 期号: 5, 页码: 763-780
作者:  Li, Tengfei;  Chen, Kani;  Feng, Yang;  Ying, Zhiliang
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
Aggregating algorithm  Asset return  Bayesian analysis  Portfolio selection  Supervised learning  Universal portfolio  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
作者:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：157/0  |  提交时间：2018/07/30
Regularization theory  Semi-supervised learning  Regularized least square classification  Dimensionality reduction